Sameer Singh

Employment

• University of California, Irvine Professor
  2023 - Present
• University of California, Irvine Associate Professor
  2021 - 2023
• University of California Irvine Assistant Professor
  2016 - 2021
• University of Washington Postdoc
  2013 - 2016

Education

• University of Massachusetts Amherst PhD
  2008 - 2014
• Vanderbilt University MS
  2004 - 2007

Projects & Funding

Projects & funding information is unavailable.

Publications (227)

• Characterizing Mamba’s Selective Memory using Auto-Encoders
  Arxiv 2025 DOI: 10.48550/arXiv.2512.15653
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• Leveraging In-Context Learning for Language Model Agents
  Arxiv 2025 DOI: 10.48550/arXiv.2506.13109
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• NUDGING: Inference-time Alignment of LLMs via Guided Decoding
  Proceedings of the Annual Meeting of the Association for Computational Linguistics 2025
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• NUDGING: Inference-time Alignment of LLMs via Guided Decoding
  Arxiv 2025 DOI: 10.48550/arXiv.2410.09300
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• Semantic Probabilistic Control of Language Models
  Arxiv 2025 DOI: 10.48550/arXiv.2505.01954
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• Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts
  Arxiv 2025 DOI: 10.48550/arXiv.2501.04316
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• TurtleBench: A Visual Programming Benchmark in Turtle Geometry
  Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics Human Language Technologies Long Papers Naacl Hlt 2025 2025 DOI: 10.18653/v1/2025.naacl-long.607
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• ARE MODELS BIASED ON TEXT WITHOUT GENDER-RELATED LANGUAGE?
  12th International Conference on Learning Representations Iclr 2024 2024
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• ARE MODELS BIASED ON TEXT WITHOUT GENDER-RELATED LANGUAGE?
  Arxiv 2024 DOI: 10.48550/arXiv.2405.00588
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• Benchmark Data Repositories for Better Benchmarking
  Advances in Neural Information Processing Systems 2024
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